Publications

Denis D. Mauá, Fabio Gagliardi Cozman (2020). Complexity results for probabilistic answer set programming. International Journal of Approximate Reasoning.
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Guilherme Thomaz, Denis D. Mauá, Leliane Barros (2020). A Contact Network-Based Approach for Online Planning of Containment Measures for COVID-19. Anais do XVII Encontro Nacional de Inteligência Artificial e Computacional.
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Fabio Gagliardi Cozman, Denis Deratani Mauá (2019). The finite model theory of Bayesian network specifications: Descriptive complexity and zero/one laws. International Journal of Approximate Reasoning.
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Francisco H. O. Vieira De Faria, Arthur Colombini Gusmão, Glauber De Bona, Denis Deratani Mauá, Fabio Gagliardi Cozman (2019). Speeding up parameter and rule learning for acyclic probabilistic logic programs. International Journal of Approximate Reasoning.
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Julissa Villanueva Llerena, Denis Deratani Mauá (2019). Robust Analysis of MAP Inference in Selective Sum-Product Networks. Proceedings of the 11th International Symposium on Imprecise Probabilities: Theories and Applications.
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Lilith Mattei, Décio L. Soares, Alessandro Antonucci, ́ Denis Deratani Mau\, Alessandro Facchini (2019). Exploring the Space of Probabilistic Sentential Decision Diagrams. 3rd Tractable Probabilistic Modeling Workshop.
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Renato Lui Geh, Denis Deratani Mauá (2019). End-To-End Imitation Learning of Lane Following Policies Using Sum-Product Networks. Anais do XVI Encontro Nacional de Inteligência Artificial e Computacional.
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Thiago Pereira Bueno, Leliane Nunes De Barros, Denis Deratani Mauá, Scott Sanner (2019). Deep Reactive Policies for Planning in Stochastic Nonlinear Domains. Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence.
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Fabio Gagliardi Cozman, Denis Deratani Mauá (2018). The Finite Model Theory of Bayesian Networks: Descriptive Complexity. Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence.
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Ignasi Andrés, Leliane Nunes De Barros, ́ Denis Deratani Mau\, Thiago Dias Simão (2018). When a Robot Reaches Out for Human Help. Advances in Artificial Intelligence: Proceedings of the 16th Ibero-American Conference on Artificial Intelligence.
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